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Traditional information retrieval techniques based on Boolean matching and TF-IDF remain computationally efficient but are fundamentally limited by their inability to capture semantic context or ...

Buy-in-Bulk Active Learning. Liu Yang and Jaime Carbonell. Advances in Neural Information Processing Systems 26 (NIPS), 2013. Liu Yang, Avrim Blum and Jaime Carbonell. Learnability of DNF with ...

The current process and its limitations The current approach to information retrieval for systematic reviews involves two discrete and successive steps: (1) formulating a search strategy, which ...